Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 2114.799293 2293.549076 2473.862354 2669.081639 2874.172051 3082.957128 3311.272651
2025-07-20 1844.529388 2114.002202 2395.314039 2709.712393 3050.109487 3406.409021 3806.419357
2025-07-27 1653.322988 1976.620021 2322.942646 2719.085826 3157.266832 3624.835496 4159.185580
2025-08-03 1498.246698 1858.884294 2253.938033 2714.782857 3233.648092 3796.040996 4447.951569
2025-08-10 1382.816290 1773.711097 2210.479821 2728.753344 3321.170775 3971.776059 4734.859777
2025-08-17 1268.402334 1680.277285 2149.314812 2714.885919 3370.485107 4099.163957 4962.929625
2025-08-24 1190.394953 1623.496909 2125.145897 2738.625909 3458.429168 4266.707680 5233.455138
2025-08-31 1099.196949 1544.790778 2069.928182 2721.293175 3494.782669 4372.110661 5430.611272
2025-09-07 1050.696977 1514.921157 2070.083544 2766.858953 3602.486108 4558.069477 5719.103058
2025-09-14 989.421006 1465.318946 2043.153589 2777.189578 3666.344638 4691.501574 5945.788758
2025-09-21 927.529674 1411.400786 2007.930440 2774.807864 3712.861548 4803.006321 6145.778595
2025-09-28 839.342080 1318.769445 1920.441961 2704.634919 3674.594049 4811.938679 6223.391719
2025-10-05 826.045116 1325.096419 1958.603552 2791.513749 3828.941411 5052.180433 6577.276841
2025-10-12 794.180837 1304.836018 1961.616524 2833.682769 3928.415107 5227.245504 6854.920442
2025-10-19 751.232141 1267.121610 1940.157224 2843.331905 3986.605212 5351.940058 7072.211007
2025-10-26 705.758921 1223.507816 1908.998896 2838.900585 4025.967289 5452.947923 7260.585699
2025-11-02 670.732471 1192.788729 1893.429644 2853.287702 4087.933652 5580.857812 7481.095226
2025-11-09 627.403408 1147.906733 1857.028419 2839.006723 4112.522131 5662.197078 7644.766807
2025-11-16 600.791648 1126.081599 1850.825829 2863.454246 4185.641395 5802.878416 7880.505983
2025-11-23 561.244015 1082.975013 1813.742025 2845.605146 4203.606091 5874.639930 8031.710812
2025-11-30 545.793647 1075.516298 1825.536061 2892.525988 4304.586223 6049.436492 8309.327149
2025-12-07 519.479700 1050.003970 1810.961671 2903.162760 4358.097474 6164.784131 8513.907215
2025-12-14 490.603342 1019.011926 1787.447295 2900.710499 4393.868632 6257.480071 8690.379206